{"id":"W1554812544","doi":"10.1111/j.1365-277x.2010.01105.x","title":"Validation of a culturally appropriate quantitative food frequency questionnaire for Inuvialuit population in the Northwest Territories, Canada","year":2010,"lang":"en","type":"article","venue":"Journal of Human Nutrition and Dietetics","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Health Canada; Public Health Agency; Public Health Agency of Canada; American Diabetes Association","keywords":"Medicine; Quartile; Micronutrient; Food frequency questionnaire; Concordance; Population; Environmental health; Kappa; Dietary Reference Intake; Food group; Spearman's rank correlation coefficient; Demography; Added sugar; Nutrient; Gerontology; Statistics; Obesity; Confidence interval; Mathematics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005675617,0.00006664231,0.0001851136,0.00005902385,0.0008593271,0.000007448235,0.00007213255,0.00008414929,0.00000629894],"category_scores_gemma":[0.0002388104,0.00004579649,0.00003355223,0.00006409169,0.00003554108,0.00008689766,0.00001224036,0.0003089473,1.031788e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001000669,"about_ca_system_score_gemma":0.0001876077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1350802,"about_ca_topic_score_gemma":0.9691451,"domain_scores_codex":[0.9989453,0.0001339362,0.0005564755,0.00005854812,0.0001347326,0.0001709997],"domain_scores_gemma":[0.9986256,0.0001634748,0.0005119737,0.00005589268,0.0006146355,0.00002845806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003536307,0.0008226154,0.7375007,0.002210696,0.0001293829,0.00001077205,0.1313491,0.00001886575,0.005479831,0.1167235,0.004963763,0.0004370759],"study_design_scores_gemma":[0.00479404,0.003422479,0.8579194,0.0006275038,0.0001125888,0.00002079947,0.07336858,0.00003372009,0.0001657318,0.05419932,0.005100499,0.0002353529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961224,0.0001613033,0.00004070857,0.002300791,0.0007458183,0.0005177754,0.00006241922,0.000002245175,0.00004649018],"genre_scores_gemma":[0.9985221,0.00008796466,0.000828633,0.0001332968,0.0003284046,0.00003248543,0.0000575796,0.000004979545,0.00000453152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8340649,"threshold_uncertainty_score":0.8706794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03790335252582463,"score_gpt":0.3574103018072325,"score_spread":0.3195069492814079,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}